Department of Intelligent Science

Projects

Projects per year 2008 2018 2019 2022 2023 2024 2029

• 4 Not started
• 58 Active
• 70 Finished

Projects per year

Search results

• Active

  The study on robust emotional representation and analysis methods in non-collaborative scenarios

  Liang, S.

  1/01/25 → 31/12/27

  Project: Internal Research Project

  • Representation Method 100%

• 3D Zero-Shot Learning Under Open-Pose Scenario

  Yang, G.

  1/01/25 → 31/12/27

  Project: Internal Research Project

  • Zero-Shot Learning 100%

• Hyperspectral Remote Sensing Image Classification Based on Progressive Self-Training and Multi-Modal Collaboration

  Zhang, J.

  1/01/25 → 31/12/27

  Project: Internal Research Project

  • Remote Sensing 100%
  • Image Classification 100%

• A Multimodal Large Model Framework for Industrial Defect Detection

  Xiao, J., Cheng, F. & Dai, T.

  1/01/25 → 31/12/28

  Project: Governmental Research Project

• Research on user-controllable personalized content recommendation and interpretability: a new perspective on breaking filter bubble

  Wang, J.

  1/01/25 → 31/12/27

  Project: Governmental Research Project

• Multi-source Concurrent Scene: Self-supervised Methods for Acoustic Event Detection and Separation

  Liu, S.

  1/01/25 → 31/12/27

  Project: Governmental Research Project

  • Event Detection 100%

• A Data-Driven Approach to Intelligent Decision Making and Control for Customized Precision Manufacturing Processes

  Chen, M., Wang, J. & Yan, Y.

  1/01/25 → 31/12/28

  Project: Governmental Research Project

  • Precision Manufacturing Process 100%

• Mathematical Reasoning Based on Neural-Symbolic System

  Wang, Q.

  1/01/25 → 31/12/29

  Project: Governmental Research Project

  • Mathematical Reasoning 100%
  • Symbolic System 100%

• Hyperspectral Remote Sensing Image Classification Based on Progressive Self-Training and Multi-Modal Collaboration

  Zhang, J.

  1/01/25 → 31/12/27

  Project: Internal Research Project

• Embodied agents for complex task planning

  Chen, Y.

  14/11/24 → 31/10/25

  Project: Collaborative Research Project

• Investigation on deciphering oracle bone script

  Wang, Q., Zhang, W. & chi, X.

  30/09/24 → 30/09/26

  Project: Governmental Research Project

• Development of an Interpretable System for Intelligent Multimodal Medical Diagnosis

  Zhang, H., Wang, J., Pan, Y., Wang, Y., Wang, W. & Xu, Z.

  18/09/24 → 30/08/28

  Project: Collaborative Research Project

• Raw Material Impurity Visual Inspection and Recognition System of Industrial Production Line

  Li, Y., Wang, Q. & Ji, C.

  14/09/24 → 14/09/27

  Project: Collaborative Research Project

  • Visual Inspection 100%
  • Industrial Production 100%
  • Production Line 100%

• Active Learning for Image Semantic Segmentation under Label Constrain

  Xiao, J., Yu, S., Wang, X., Zhao, X., Wang, X., Wang, J. & Qiu, X.

  1/09/24 → 31/08/27

  Project: Governmental Research Project

  • Active Learning 100%
  • Image Segmentation 100%
  • Constrains 100%

• Research on efficient adaptation of Embodied intelligent dynamic environment based on large language model and reinforcement learning

  Chen, Y.

  1/09/24 → 31/08/25

  Project: Governmental Research Project

• RDF-TP-0019

  Jin, X.

  1/09/24 → 31/08/27

  Project: Internal Research Project

• Advancing to a Brain-Controlled Metaverse: Preliminary Understanding of User Perception in Interaction through Brain Activity

  Huang, M. & Yang, R.

  1/09/24 → 31/08/25

  Project: Internal Research Project

  • Electroencephalogram 100%

• Long-term high-fidelity image transmission through multimode fibers based on temporal-spatial dynamics-informed diffusion models

  Fan, P., Zuo, C., Liu, M. & Mao, M.

  1/09/24 → 31/08/27

  Project: Governmental Research Project

  • Multimode Fiber 100%
  • Image Transmission 100%
  • Diffusion Model 100%

• Development of Complex Outdoor Environment Perception Systems

  Li, Y. & Wang, Q.

  27/07/24 → 27/07/27

  Project: Collaborative Research Project

• Enhancing Big Data Analytics Teaching through Competition-based Learning Using Kaggle Platform

  Fan, P., Wang, J., Li, N., Tay, T. T. & Wang, L.

  1/03/24 → 28/02/26

  Project: Internal Research Project

  • Big Data Analytics 100%

• Development of cloud-based intelligent control technology for flexible manufacturing of high-end equipment

  Wang, J., Lim, E. G., Wang, Q., Pan, Y. & Wang, X.

  5/02/24 → 4/02/28

  Project: Collaborative Research Project

• AI-Enabled Innovative Design Platform for Customizing Home Appliances

  Wu, F., Sun, Q., Wang, Q. & Lim, E. G.

  1/02/24 → 31/01/27

  Project: Governmental Research Project

• 基于嵌入式人工智能电能计量与负荷特征识别的SoC 芯片研究与应用

  Wu, F., Lim, E. G., Wang, Q., Leach, M., Liang, S., Jin, X., Wang, W., Fang, L. & Chen, X.

  1/02/24 → 31/01/27

  Project: Governmental Research Project

  • System-on-Chip 100%

• Self-supervised noise source detection and separation method

  Liu, S., Kang, F., Wang, Q., Jin, X., Guo, J., Hao, S., Hu, X. & Wu, M.

  1/01/24 → 31/12/25

  Project: Governmental Research Project

  • Noise Source 100%

• NSFC major: Research on Screen Video Coding Based on Adaptive Mixed Contents

  Xiao, J.

  1/01/24 → 1/12/28

  Project: Governmental Research Project

• Intergral Feature Mining for Image-level Supervised Co-salient Object Detection

  Yu, S.

  1/01/24 → 31/12/26

  Project: Governmental Research Project

  • Salient Object Detection 100%

• Low-carbon natural wind distributed intelligent control system for the indoor environment of large buildings

  Wu, F., Chen, Q., Zhao, Y., Wang, Q. & Lim, E. G.

  1/01/24 → 31/12/25

  Project: Governmental Research Project

  • Natural Wind 100%
  • Control System 100%

• Optimizing human-robot interaction in a brain-computer interface based walking assist robot system

  Huang, M., Yang, R., Wan, Z., Wang, L., Sun, W., Zheng, Y. & Lu, A.

  1/01/24 → 31/12/26

  Project: Internal Research Project

  • Human Robot Interaction 100%
  • Computer Interface 100%

• Research on Screen Video Coding Based on Adaptive Mixed Contents

  Xiao, J.

  1/01/24 → 31/12/28

  Project: Governmental Research Project

• Machine Learning Algorithm Interactive Education System using Generative AI and Virtual-reality technologies

  Wu, F. & Sun, Q.

  1/01/24 → 31/12/26

  Project: Internal Research Project

  • Machine Learning Algorithm 100%
  • Virtual Reality Technology 100%
  • Generative Artificial Intelligence 100%

• Generalization analysis for open domain adaptation based on vicinal risk minimization

  Yang, X. & Jiang, H.

  1/01/24 → 31/12/26

  Project: Governmental Research Project

  • Risk Minimization 100%
  • Domain Adaptation 100%
  • Marginal Distribution 100%

• Research on Key Technologies for Small Sample Industrial Visual Inspection

  Xiao, J., Wang, Q., Yu, S., Jin, X., Fan, P., Wang, X., Wang, X., Qiu, X., Peng, J., Gong, Y., Qin, Y. & Li, H.

  1/11/23 → 31/12/26

  Project: Governmental Research Project

  • Visual Inspection 100%

• Enhancing Big Data Analytics Teaching through Competition-based Learning Using Kaggle Platform

  Fan, P., Li, N., Purwanto, E., Tay, T. T. & Wang, J.

  1/09/23 → 30/09/26

  Project: Internal Research Project

  • Big Data Analytics 100%

• Enterprise Energy Management Systems

  Wang, Q.

  15/07/23 → 31/12/28

  Project: Collaborative Research Project

• Compliant Recommendation Methodology Based on Causal Reasoning

  Wang, J., Wang, Q., Zhang, H., Jin, X., Yin, C. & feng, K.

  1/07/23 → 1/07/25

  Project: Governmental Research Project

• Learning-based Methods for Single Image Restoration and Enhancement

  Fan, P.

  1/07/23 → 30/06/26

  Project: Internal Research Project

  • Single Image 100%
  • Image Enhancement 100%
  • Image Restoration 100%

• Algorithm Robustness Analysis for Audio Processing Algorithms based on Deep Learning

  Li, S.

  1/07/23 → 30/06/26

  Project: Internal Research Project

  • Processing Algorithm 100%
  • Audio Signal Processing 100%
  • Deep Learning Method 100%

• Audio Representation Learning for Weakly Supervised Sound Event Detection

  Liu, S.

  1/07/23 → 30/06/26

  Project: Internal Research Project

  • Event Detection 100%
  • Representation Learning 100%

• Intelligent Multimodal Data Analysis for Digital Twin Cities

  Wu, F., Lim, E. G., Wang, Q., Chen, Q., Zhu, X., Zhao, Y., Qian, J. & Pan, Z.

  1/07/23 → 30/06/26

  Project: Governmental Research Project

• Multi-modal deep learning for the application of social media data analysis

  Wu, F.

  1/07/23 → 30/06/25

  Project: Internal Research Project

  • Multimodal Deep Learning 100%
  • Social Medium Data 100%
  • Deep Learning Method 100%

• Exploration of the Usability of Virtual Reality Rehabilitation System

  Huang, M., Yue, Y., Yang, R., Sun, W., Wang, L., Zhang, J. & Wan, Z.

  1/07/23 → 1/07/25

  Project: Governmental Research Project

  • Virtual Reality 100%

• Comprehensive Exploration of Image-level Supervised Co-salient Object Detection

  Yu, S.

  1/07/23 → 30/06/26

  Project: Internal Research Project

  • Level Image 100%
  • Salient Object Detection 100%

• Unsupervised Discovery of Compositional Skills

  Lyu, C.

  1/07/23 → 30/06/25

  Project: Internal Research Project

• Investigation of document image unwarping for recognition

  Wang, Q.

  1/01/23 → 31/12/25

  Project: Internal Research Project

• A research on representation, analysis and generation of online handwritten documents

  Wang, Q.

  1/01/23 → 31/12/26

  Project: Governmental Research Project

• Zero-shot Learning with Multi-target Regression

  Jin, X.

  1/01/23 → 31/12/25

  Project: Internal Research Project

• Hyperspectral Remote Sensing Image Classification via Multi-Source Cross-Domain Few-Shot Learning

  Zhang, J.

  1/01/23 → 31/12/25

  Project: Governmental Research Project

  • Few-Shot Learning 100%
  • Image Classification 100%
  • Remote Sensing Image 100%

• Methods Study on Multi-Task Learning for 3D Computational Environmental Audio Analysis

  Cao, Y.

  1/01/23 → 31/12/25

  Project: Internal Research Project

  • Learning Task 100%
  • Audio Analysis 100%
  • Multitask Learning 100%

• Semi-supervised Semantic Segmentation

  Xiao, J. & Zhang, Q.

  1/01/23 → 31/12/25

  Project: Internal Research Project

  • Image Segmentation 100%

• VAE-based Unsupervised Representation Learning Theory and Applicarions

  Yang, X.

  1/01/23 → 31/12/25

  Project: Governmental Research Project

  • Learning Theory 100%
  • Marginal Distribution 100%